2D-3D deformable image registration of histology slide and micro-CT with DISA-based initialization

2D-3D deformable image registration of histology slide and micro-CT with DISA-based initialization

Abstract Recent developments in the registration of histology and micro-computed tomography (µCT) have broadened the perspective of pathological applications such as virtual histology based on µCT. This topic remains challenging because of the low image quality of soft tissue CT. Additionally, soft...

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Bibliographic Details
Main Authors: Junan Chen, Matteo Ronchetti, Verena Stehl, Van Nguyen, Muhannad Al Kallaa, Mahesh Thalwaththe Gedara, Claudia Lölkes, Stefan Moser, Maximilian Seidl, Matthias Wieczorek
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
2D-3D Image Registration
Deformable Image Registration
Machine Learning
Histology
Micro-CT
Online Access:https://doi.org/10.1038/s41598-025-11583-w
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